Train on 1712 samples, validate on 428 samples
Epoch 1/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.1845 - acc: 0.2037Epoch 00000: val_loss improved from inf to 0.08380, saving model to my_model.h5
1712/1712 [==============================] - 3s - loss: 0.1751 - acc: 0.2085 - val_loss: 0.0838 - val_acc: 0.6963
Epoch 2/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0381 - acc: 0.3150Epoch 00001: val_loss improved from 0.08380 to 0.06889, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0371 - acc: 0.3172 - val_loss: 0.0689 - val_acc: 0.6963
Epoch 3/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0311 - acc: 0.3271Epoch 00002: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0315 - acc: 0.3417 - val_loss: 0.0785 - val_acc: 0.6963
Epoch 4/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0314 - acc: 0.3350Epoch 00003: val_loss improved from 0.06889 to 0.04439, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0307 - acc: 0.3446 - val_loss: 0.0444 - val_acc: 0.6963
Epoch 5/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0266 - acc: 0.4036Epoch 00004: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0269 - acc: 0.4048 - val_loss: 0.0620 - val_acc: 0.6963
Epoch 6/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0247 - acc: 0.4014Epoch 00005: val_loss improved from 0.04439 to 0.02870, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0245 - acc: 0.4106 - val_loss: 0.0287 - val_acc: 0.6963
Epoch 7/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0197 - acc: 0.4350Epoch 00006: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0195 - acc: 0.4363 - val_loss: 0.0417 - val_acc: 0.6963
Epoch 8/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0194 - acc: 0.4243Epoch 00007: val_loss improved from 0.02870 to 0.01946, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0188 - acc: 0.4317 - val_loss: 0.0195 - val_acc: 0.6963
Epoch 9/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0161 - acc: 0.4671Epoch 00008: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0163 - acc: 0.4609 - val_loss: 0.0349 - val_acc: 0.6963
Epoch 10/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0152 - acc: 0.5119Epoch 00009: val_loss improved from 0.01946 to 0.01227, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0153 - acc: 0.5134 - val_loss: 0.0123 - val_acc: 0.6963
Epoch 11/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0131 - acc: 0.5000Epoch 00010: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0131 - acc: 0.4982 - val_loss: 0.0241 - val_acc: 0.6963
Epoch 12/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0131 - acc: 0.5143Epoch 00011: val_loss improved from 0.01227 to 0.00947, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0131 - acc: 0.5140 - val_loss: 0.0095 - val_acc: 0.6963
Epoch 13/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0114 - acc: 0.5379Epoch 00012: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0112 - acc: 0.5391 - val_loss: 0.0187 - val_acc: 0.6963
Epoch 14/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0115 - acc: 0.5562Epoch 00013: val_loss improved from 0.00947 to 0.00875, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0114 - acc: 0.5584 - val_loss: 0.0088 - val_acc: 0.6963
Epoch 15/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0103 - acc: 0.5814Epoch 00014: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0104 - acc: 0.5905 - val_loss: 0.0147 - val_acc: 0.6963
Epoch 16/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0096 - acc: 0.5962Epoch 00015: val_loss improved from 0.00875 to 0.00622, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0097 - acc: 0.5975 - val_loss: 0.0062 - val_acc: 0.6963
Epoch 17/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0096 - acc: 0.5814Epoch 00016: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0096 - acc: 0.5818 - val_loss: 0.0128 - val_acc: 0.6963
Epoch 18/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0085 - acc: 0.6007Epoch 00017: val_loss improved from 0.00622 to 0.00528, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0086 - acc: 0.5964 - val_loss: 0.0053 - val_acc: 0.6963
Epoch 19/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0083 - acc: 0.6025Epoch 00018: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0083 - acc: 0.6022 - val_loss: 0.0130 - val_acc: 0.6963
Epoch 20/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0087 - acc: 0.6079Epoch 00019: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0085 - acc: 0.6011 - val_loss: 0.0064 - val_acc: 0.6963
Epoch 21/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0078 - acc: 0.6114Epoch 00020: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0079 - acc: 0.6180 - val_loss: 0.0093 - val_acc: 0.6963
Epoch 22/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0072 - acc: 0.6171Epoch 00021: val_loss improved from 0.00528 to 0.00465, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0073 - acc: 0.6197 - val_loss: 0.0046 - val_acc: 0.6963
Epoch 23/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0076 - acc: 0.6243Epoch 00022: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0076 - acc: 0.6104 - val_loss: 0.0078 - val_acc: 0.6963
Epoch 24/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0068 - acc: 0.6257Epoch 00023: val_loss improved from 0.00465 to 0.00433, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0069 - acc: 0.6373 - val_loss: 0.0043 - val_acc: 0.6963
Epoch 25/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0068 - acc: 0.6507Epoch 00024: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0067 - acc: 0.6454 - val_loss: 0.0061 - val_acc: 0.6963
Epoch 26/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0072 - acc: 0.6429Epoch 00025: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0070 - acc: 0.6431 - val_loss: 0.0043 - val_acc: 0.6963
Epoch 27/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0065 - acc: 0.6619Epoch 00026: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0065 - acc: 0.6641 - val_loss: 0.0072 - val_acc: 0.6963
Epoch 28/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0067 - acc: 0.6643Epoch 00027: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0066 - acc: 0.6618 - val_loss: 0.0045 - val_acc: 0.6963
Epoch 29/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0065 - acc: 0.6593Epoch 00028: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0065 - acc: 0.6600 - val_loss: 0.0064 - val_acc: 0.6963
Epoch 30/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0060 - acc: 0.6686Epoch 00029: val_loss improved from 0.00433 to 0.00424, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0060 - acc: 0.6746 - val_loss: 0.0042 - val_acc: 0.6963
Epoch 31/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0065 - acc: 0.6500Epoch 00030: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0063 - acc: 0.6548 - val_loss: 0.0050 - val_acc: 0.6963
Epoch 32/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0061 - acc: 0.6694Epoch 00031: val_loss improved from 0.00424 to 0.00423, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0061 - acc: 0.6653 - val_loss: 0.0042 - val_acc: 0.6963
Epoch 33/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0056 - acc: 0.6507Epoch 00032: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0056 - acc: 0.6489 - val_loss: 0.0055 - val_acc: 0.6963
Epoch 34/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0065 - acc: 0.6686Epoch 00033: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0063 - acc: 0.6706 - val_loss: 0.0042 - val_acc: 0.6963
Epoch 35/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0057 - acc: 0.6825Epoch 00034: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0056 - acc: 0.6834 - val_loss: 0.0051 - val_acc: 0.6963
Epoch 36/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0057 - acc: 0.6794Epoch 00035: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0057 - acc: 0.6787 - val_loss: 0.0043 - val_acc: 0.6963
Epoch 37/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0056 - acc: 0.6821Epoch 00036: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0056 - acc: 0.6787 - val_loss: 0.0049 - val_acc: 0.6963
Epoch 38/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0055 - acc: 0.6807Epoch 00037: val_loss improved from 0.00423 to 0.00417, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0055 - acc: 0.6811 - val_loss: 0.0042 - val_acc: 0.6963
Epoch 39/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0053 - acc: 0.6862Epoch 00038: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0053 - acc: 0.6828 - val_loss: 0.0057 - val_acc: 0.6963
Epoch 40/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0055 - acc: 0.6643Epoch 00039: val_loss improved from 0.00417 to 0.00413, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0054 - acc: 0.6776 - val_loss: 0.0041 - val_acc: 0.6963
Epoch 41/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0054 - acc: 0.7031Epoch 00040: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0054 - acc: 0.6968 - val_loss: 0.0051 - val_acc: 0.6963
Epoch 42/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0053 - acc: 0.6964Epoch 00041: val_loss improved from 0.00413 to 0.00410, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0052 - acc: 0.6974 - val_loss: 0.0041 - val_acc: 0.6963
Epoch 43/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0051 - acc: 0.6971Epoch 00042: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0051 - acc: 0.6939 - val_loss: 0.0041 - val_acc: 0.6963
Epoch 44/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0053 - acc: 0.6944Epoch 00043: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0053 - acc: 0.6939 - val_loss: 0.0044 - val_acc: 0.6963
Epoch 45/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0048 - acc: 0.7000Epoch 00044: val_loss improved from 0.00410 to 0.00407, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0048 - acc: 0.6980 - val_loss: 0.0041 - val_acc: 0.6963
Epoch 46/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0051 - acc: 0.6864Epoch 00045: val_loss improved from 0.00407 to 0.00402, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0051 - acc: 0.6928 - val_loss: 0.0040 - val_acc: 0.6963
Epoch 47/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0050 - acc: 0.6971Epoch 00046: val_loss improved from 0.00402 to 0.00394, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0049 - acc: 0.7021 - val_loss: 0.0039 - val_acc: 0.6963
Epoch 48/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0049 - acc: 0.6950Epoch 00047: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0048 - acc: 0.6968 - val_loss: 0.0040 - val_acc: 0.6963
Epoch 49/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0050 - acc: 0.6993Epoch 00048: val_loss improved from 0.00394 to 0.00393, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0049 - acc: 0.6992 - val_loss: 0.0039 - val_acc: 0.6963
Epoch 50/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0049 - acc: 0.7037Epoch 00049: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0049 - acc: 0.7027 - val_loss: 0.0042 - val_acc: 0.6963
Epoch 51/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0047 - acc: 0.6950Epoch 00050: val_loss improved from 0.00393 to 0.00374, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0048 - acc: 0.6968 - val_loss: 0.0037 - val_acc: 0.6963
Epoch 52/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0046 - acc: 0.7129Epoch 00051: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0046 - acc: 0.7097 - val_loss: 0.0043 - val_acc: 0.6963
Epoch 53/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0044 - acc: 0.7064Epoch 00052: val_loss improved from 0.00374 to 0.00365, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0045 - acc: 0.7039 - val_loss: 0.0036 - val_acc: 0.6963
Epoch 54/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0046 - acc: 0.6950Epoch 00053: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0046 - acc: 0.6980 - val_loss: 0.0040 - val_acc: 0.6963
Epoch 55/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0046 - acc: 0.6950Epoch 00054: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0046 - acc: 0.6951 - val_loss: 0.0040 - val_acc: 0.6963
Epoch 56/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0043 - acc: 0.7071Epoch 00055: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0043 - acc: 0.7004 - val_loss: 0.0037 - val_acc: 0.6963
Epoch 57/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0043 - acc: 0.7036Epoch 00056: val_loss improved from 0.00365 to 0.00337, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0043 - acc: 0.7062 - val_loss: 0.0034 - val_acc: 0.6963
Epoch 58/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0042 - acc: 0.7050Epoch 00057: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0043 - acc: 0.7085 - val_loss: 0.0046 - val_acc: 0.6963
Epoch 59/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0040 - acc: 0.6971Epoch 00058: val_loss improved from 0.00337 to 0.00327, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0041 - acc: 0.7044 - val_loss: 0.0033 - val_acc: 0.7009
Epoch 60/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0041 - acc: 0.7029Epoch 00059: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0042 - acc: 0.7015 - val_loss: 0.0041 - val_acc: 0.6963
Epoch 61/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0040 - acc: 0.7036Epoch 00060: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0040 - acc: 0.7062 - val_loss: 0.0033 - val_acc: 0.6963
Epoch 62/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0040 - acc: 0.6986Epoch 00061: val_loss improved from 0.00327 to 0.00321, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0040 - acc: 0.7027 - val_loss: 0.0032 - val_acc: 0.7009
Epoch 63/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0041 - acc: 0.7000Epoch 00062: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0040 - acc: 0.7074 - val_loss: 0.0035 - val_acc: 0.6986
Epoch 64/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0037 - acc: 0.7050Epoch 00063: val_loss improved from 0.00321 to 0.00318, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0038 - acc: 0.7009 - val_loss: 0.0032 - val_acc: 0.7009
Epoch 65/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0039 - acc: 0.7094Epoch 00064: val_loss improved from 0.00318 to 0.00303, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0039 - acc: 0.7091 - val_loss: 0.0030 - val_acc: 0.7033
Epoch 66/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0037 - acc: 0.7012Epoch 00065: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0037 - acc: 0.7004 - val_loss: 0.0033 - val_acc: 0.6986
Epoch 67/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0036 - acc: 0.7021Epoch 00066: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0037 - acc: 0.7027 - val_loss: 0.0036 - val_acc: 0.6963
Epoch 68/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0037 - acc: 0.7186Epoch 00067: val_loss improved from 0.00303 to 0.00285, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0037 - acc: 0.7120 - val_loss: 0.0029 - val_acc: 0.7009
Epoch 69/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0037 - acc: 0.7000Epoch 00068: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0036 - acc: 0.7085 - val_loss: 0.0034 - val_acc: 0.7009
Epoch 70/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0034 - acc: 0.7129Epoch 00069: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0035 - acc: 0.7027 - val_loss: 0.0040 - val_acc: 0.6963
Epoch 71/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0034 - acc: 0.7094Epoch 00070: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0035 - acc: 0.7085 - val_loss: 0.0037 - val_acc: 0.6963
Epoch 72/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0036 - acc: 0.6964Epoch 00071: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0036 - acc: 0.7062 - val_loss: 0.0030 - val_acc: 0.7033
Epoch 73/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0033 - acc: 0.7121Epoch 00072: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0034 - acc: 0.7062 - val_loss: 0.0035 - val_acc: 0.6986
Epoch 74/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0032 - acc: 0.7112Epoch 00073: val_loss improved from 0.00285 to 0.00283, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0032 - acc: 0.7126 - val_loss: 0.0028 - val_acc: 0.7009
Epoch 75/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0036 - acc: 0.7221Epoch 00074: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0036 - acc: 0.7208 - val_loss: 0.0030 - val_acc: 0.7009
Epoch 76/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0032 - acc: 0.7157Epoch 00075: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0032 - acc: 0.7120 - val_loss: 0.0031 - val_acc: 0.7033
Epoch 77/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0034 - acc: 0.7236Epoch 00076: val_loss improved from 0.00283 to 0.00260, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0033 - acc: 0.7231 - val_loss: 0.0026 - val_acc: 0.7033
Epoch 78/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0033 - acc: 0.7194Epoch 00077: val_loss improved from 0.00260 to 0.00253, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0033 - acc: 0.7220 - val_loss: 0.0025 - val_acc: 0.7009
Epoch 79/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0031 - acc: 0.7100Epoch 00078: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0031 - acc: 0.7161 - val_loss: 0.0026 - val_acc: 0.7033
Epoch 80/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0031 - acc: 0.7137Epoch 00079: val_loss improved from 0.00253 to 0.00227, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0032 - acc: 0.7144 - val_loss: 0.0023 - val_acc: 0.7056
Epoch 81/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0032 - acc: 0.7114Epoch 00080: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0032 - acc: 0.7179 - val_loss: 0.0033 - val_acc: 0.7009
Epoch 82/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0030 - acc: 0.7121Epoch 00081: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0031 - acc: 0.7144 - val_loss: 0.0026 - val_acc: 0.7033
Epoch 83/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0030 - acc: 0.7306Epoch 00082: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0030 - acc: 0.7284 - val_loss: 0.0024 - val_acc: 0.6986
Epoch 84/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0030 - acc: 0.7143Epoch 00083: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0030 - acc: 0.7103 - val_loss: 0.0023 - val_acc: 0.6986
Epoch 85/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0029 - acc: 0.7214Epoch 00084: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0029 - acc: 0.7296 - val_loss: 0.0025 - val_acc: 0.7033
Epoch 86/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0031 - acc: 0.7081Epoch 00085: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0031 - acc: 0.7085 - val_loss: 0.0024 - val_acc: 0.7009
Epoch 87/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0029 - acc: 0.7264Epoch 00086: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0029 - acc: 0.7261 - val_loss: 0.0026 - val_acc: 0.7056
Epoch 88/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0028 - acc: 0.7243Epoch 00087: val_loss improved from 0.00227 to 0.00224, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0028 - acc: 0.7167 - val_loss: 0.0022 - val_acc: 0.7033
Epoch 89/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0029 - acc: 0.7121Epoch 00088: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0029 - acc: 0.7225 - val_loss: 0.0023 - val_acc: 0.7079
Epoch 90/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0029 - acc: 0.7279Epoch 00089: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0028 - acc: 0.7196 - val_loss: 0.0025 - val_acc: 0.7009
Epoch 91/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0031 - acc: 0.7119Epoch 00090: val_loss improved from 0.00224 to 0.00212, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0031 - acc: 0.7155 - val_loss: 0.0021 - val_acc: 0.6963
Epoch 92/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0027 - acc: 0.7294Epoch 00091: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0027 - acc: 0.7296 - val_loss: 0.0027 - val_acc: 0.7103
Epoch 93/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0031 - acc: 0.7107Epoch 00092: val_loss improved from 0.00212 to 0.00205, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0030 - acc: 0.7202 - val_loss: 0.0020 - val_acc: 0.7079
Epoch 94/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0028 - acc: 0.7250Epoch 00093: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0028 - acc: 0.7144 - val_loss: 0.0023 - val_acc: 0.7033
Epoch 95/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0026 - acc: 0.7293Epoch 00094: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7202 - val_loss: 0.0022 - val_acc: 0.6963
Epoch 96/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0027 - acc: 0.7225Epoch 00095: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0027 - acc: 0.7261 - val_loss: 0.0031 - val_acc: 0.7033
Epoch 97/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0027 - acc: 0.7179Epoch 00096: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0028 - acc: 0.7190 - val_loss: 0.0023 - val_acc: 0.7033
Epoch 98/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0026 - acc: 0.7419Epoch 00097: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7389 - val_loss: 0.0023 - val_acc: 0.7009
Epoch 99/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0030 - acc: 0.7343Epoch 00098: val_loss improved from 0.00205 to 0.00196, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0029 - acc: 0.7313 - val_loss: 0.0020 - val_acc: 0.7056
Epoch 100/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0026 - acc: 0.7362Epoch 00099: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7371 - val_loss: 0.0023 - val_acc: 0.7196
Epoch 101/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0026 - acc: 0.7393Epoch 00100: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7395 - val_loss: 0.0020 - val_acc: 0.7196
Epoch 102/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0025 - acc: 0.7362Epoch 00101: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0025 - acc: 0.7412 - val_loss: 0.0022 - val_acc: 0.6986
Epoch 103/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0025 - acc: 0.7371Epoch 00102: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7307 - val_loss: 0.0022 - val_acc: 0.6963
Epoch 104/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0027 - acc: 0.7336Epoch 00103: val_loss improved from 0.00196 to 0.00190, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7336 - val_loss: 0.0019 - val_acc: 0.7079
Epoch 105/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0025 - acc: 0.7250Epoch 00104: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0025 - acc: 0.7301 - val_loss: 0.0021 - val_acc: 0.7033
Epoch 106/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0025 - acc: 0.7329Epoch 00105: val_loss improved from 0.00190 to 0.00174, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7237 - val_loss: 0.0017 - val_acc: 0.7196
Epoch 107/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0026 - acc: 0.7381Epoch 00106: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7377 - val_loss: 0.0018 - val_acc: 0.7126
Epoch 108/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0024 - acc: 0.7375Epoch 00107: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0024 - acc: 0.7383 - val_loss: 0.0018 - val_acc: 0.7126
Epoch 109/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0024 - acc: 0.7307Epoch 00108: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0025 - acc: 0.7348 - val_loss: 0.0023 - val_acc: 0.7103
Epoch 110/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0025 - acc: 0.7350Epoch 00109: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0025 - acc: 0.7366 - val_loss: 0.0019 - val_acc: 0.7079
Epoch 111/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0023 - acc: 0.7543Epoch 00110: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0024 - acc: 0.7541 - val_loss: 0.0023 - val_acc: 0.7079
Epoch 112/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0026 - acc: 0.7275Epoch 00111: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0025 - acc: 0.7284 - val_loss: 0.0019 - val_acc: 0.7173
Epoch 113/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0024 - acc: 0.7321Epoch 00112: val_loss improved from 0.00174 to 0.00171, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0024 - acc: 0.7290 - val_loss: 0.0017 - val_acc: 0.7150
Epoch 114/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0023 - acc: 0.7364Epoch 00113: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0023 - acc: 0.7383 - val_loss: 0.0021 - val_acc: 0.7173
Epoch 115/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0025 - acc: 0.7471Epoch 00114: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0026 - acc: 0.7447 - val_loss: 0.0018 - val_acc: 0.7150
Epoch 116/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0022 - acc: 0.7364Epoch 00115: val_loss improved from 0.00171 to 0.00168, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0022 - acc: 0.7331 - val_loss: 0.0017 - val_acc: 0.7220
Epoch 117/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0024 - acc: 0.7271Epoch 00116: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0024 - acc: 0.7237 - val_loss: 0.0017 - val_acc: 0.7196
Epoch 118/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0022 - acc: 0.7225Epoch 00117: val_loss improved from 0.00168 to 0.00156, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0022 - acc: 0.7261 - val_loss: 0.0016 - val_acc: 0.7360
Epoch 119/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0026 - acc: 0.7350Epoch 00118: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0025 - acc: 0.7348 - val_loss: 0.0019 - val_acc: 0.7150
Epoch 120/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0022 - acc: 0.7450Epoch 00119: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0022 - acc: 0.7442 - val_loss: 0.0019 - val_acc: 0.7126
Epoch 121/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0024 - acc: 0.7486Epoch 00120: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0024 - acc: 0.7442 - val_loss: 0.0023 - val_acc: 0.7266
Epoch 122/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0023 - acc: 0.7300Epoch 00121: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0022 - acc: 0.7354 - val_loss: 0.0017 - val_acc: 0.7126
Epoch 123/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0022 - acc: 0.7350Epoch 00122: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0023 - acc: 0.7389 - val_loss: 0.0017 - val_acc: 0.7126
Epoch 124/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0023 - acc: 0.7436Epoch 00123: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0023 - acc: 0.7360 - val_loss: 0.0016 - val_acc: 0.7290
Epoch 125/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0024 - acc: 0.7250Epoch 00124: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0024 - acc: 0.7290 - val_loss: 0.0017 - val_acc: 0.7126
Epoch 126/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0022 - acc: 0.7443Epoch 00125: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0021 - acc: 0.7512 - val_loss: 0.0017 - val_acc: 0.7196
Epoch 127/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0023 - acc: 0.7356Epoch 00126: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0023 - acc: 0.7377 - val_loss: 0.0016 - val_acc: 0.7243
Epoch 128/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0022 - acc: 0.7394Epoch 00127: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0022 - acc: 0.7389 - val_loss: 0.0017 - val_acc: 0.7290
Epoch 129/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0021 - acc: 0.7350Epoch 00128: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0021 - acc: 0.7465 - val_loss: 0.0019 - val_acc: 0.7173
Epoch 130/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0023 - acc: 0.7457Epoch 00129: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0023 - acc: 0.7442 - val_loss: 0.0020 - val_acc: 0.7173
Epoch 131/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0021 - acc: 0.7364Epoch 00130: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0021 - acc: 0.7477 - val_loss: 0.0018 - val_acc: 0.7196
Epoch 132/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0020 - acc: 0.7487Epoch 00131: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0021 - acc: 0.7453 - val_loss: 0.0024 - val_acc: 0.7196
Epoch 133/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0023 - acc: 0.7500Epoch 00132: val_loss improved from 0.00156 to 0.00149, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0023 - acc: 0.7401 - val_loss: 0.0015 - val_acc: 0.7313
Epoch 134/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0020 - acc: 0.7393Epoch 00133: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0020 - acc: 0.7412 - val_loss: 0.0016 - val_acc: 0.7266
Epoch 135/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0022 - acc: 0.7436Epoch 00134: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0023 - acc: 0.7407 - val_loss: 0.0019 - val_acc: 0.7103
Epoch 136/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0021 - acc: 0.7579Epoch 00135: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0021 - acc: 0.7518 - val_loss: 0.0016 - val_acc: 0.7196
Epoch 137/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0020 - acc: 0.7529Epoch 00136: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0020 - acc: 0.7459 - val_loss: 0.0016 - val_acc: 0.7313
Epoch 138/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7329Epoch 00137: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0020 - acc: 0.7412 - val_loss: 0.0021 - val_acc: 0.7407
Epoch 139/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0026 - acc: 0.7493Epoch 00138: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0024 - acc: 0.7447 - val_loss: 0.0015 - val_acc: 0.7243
Epoch 140/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0019 - acc: 0.7525Epoch 00139: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7523 - val_loss: 0.0018 - val_acc: 0.7103
Epoch 141/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0020 - acc: 0.7429Epoch 00140: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0020 - acc: 0.7430 - val_loss: 0.0017 - val_acc: 0.7220
Epoch 142/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0021 - acc: 0.7519Epoch 00141: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0021 - acc: 0.7535 - val_loss: 0.0016 - val_acc: 0.7150
Epoch 143/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0020 - acc: 0.7500Epoch 00142: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0020 - acc: 0.7465 - val_loss: 0.0016 - val_acc: 0.7313
Epoch 144/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0021 - acc: 0.7443Epoch 00143: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0021 - acc: 0.7523 - val_loss: 0.0017 - val_acc: 0.7150
Epoch 145/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7514Epoch 00144: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7447 - val_loss: 0.0018 - val_acc: 0.7243
Epoch 146/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0021 - acc: 0.7607Epoch 00145: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0021 - acc: 0.7617 - val_loss: 0.0020 - val_acc: 0.7103
Epoch 147/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0019 - acc: 0.7450Epoch 00146: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7482 - val_loss: 0.0016 - val_acc: 0.7290
Epoch 148/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0019 - acc: 0.7612Epoch 00147: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7652 - val_loss: 0.0017 - val_acc: 0.7407
Epoch 149/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7421Epoch 00148: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0020 - acc: 0.7465 - val_loss: 0.0016 - val_acc: 0.7220
Epoch 150/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7579Epoch 00149: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7564 - val_loss: 0.0021 - val_acc: 0.7079
Epoch 151/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0025 - acc: 0.7479Epoch 00150: val_loss improved from 0.00149 to 0.00148, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0024 - acc: 0.7477 - val_loss: 0.0015 - val_acc: 0.7360
Epoch 152/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7479Epoch 00151: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7518 - val_loss: 0.0016 - val_acc: 0.7383
Epoch 153/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7607Epoch 00152: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7652 - val_loss: 0.0016 - val_acc: 0.7243
Epoch 154/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0020 - acc: 0.7450Epoch 00153: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0020 - acc: 0.7512 - val_loss: 0.0016 - val_acc: 0.7290
Epoch 155/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0019 - acc: 0.7400Epoch 00154: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7436 - val_loss: 0.0015 - val_acc: 0.7290
Epoch 156/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0021 - acc: 0.7586Epoch 00155: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0020 - acc: 0.7529 - val_loss: 0.0017 - val_acc: 0.7266
Epoch 157/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7514Epoch 00156: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7582 - val_loss: 0.0018 - val_acc: 0.7336
Epoch 158/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0019 - acc: 0.7631Epoch 00157: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7634 - val_loss: 0.0016 - val_acc: 0.7336
Epoch 159/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7379Epoch 00158: val_loss improved from 0.00148 to 0.00142, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7494 - val_loss: 0.0014 - val_acc: 0.7360
Epoch 160/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7450Epoch 00159: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7506 - val_loss: 0.0021 - val_acc: 0.7407
Epoch 161/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0019 - acc: 0.7662Epoch 00160: val_loss improved from 0.00142 to 0.00139, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7658 - val_loss: 0.0014 - val_acc: 0.7477
Epoch 162/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0019 - acc: 0.7525Epoch 00161: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7500 - val_loss: 0.0016 - val_acc: 0.7266
Epoch 163/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7557Epoch 00162: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7494 - val_loss: 0.0015 - val_acc: 0.7477
Epoch 164/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7793Epoch 00163: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7734 - val_loss: 0.0018 - val_acc: 0.7150
Epoch 165/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7657Epoch 00164: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7693 - val_loss: 0.0014 - val_acc: 0.7453
Epoch 166/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0017 - acc: 0.7456Epoch 00165: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7430 - val_loss: 0.0020 - val_acc: 0.7220
Epoch 167/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7571Epoch 00166: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0019 - acc: 0.7576 - val_loss: 0.0015 - val_acc: 0.7407
Epoch 168/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7679Epoch 00167: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7646 - val_loss: 0.0014 - val_acc: 0.7453
Epoch 169/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7650Epoch 00168: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7681 - val_loss: 0.0014 - val_acc: 0.7523
Epoch 170/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7536Epoch 00169: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7529 - val_loss: 0.0015 - val_acc: 0.7523
Epoch 171/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7707Epoch 00170: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7716 - val_loss: 0.0018 - val_acc: 0.7407
Epoch 172/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7621Epoch 00171: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7558 - val_loss: 0.0016 - val_acc: 0.7383
Epoch 173/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7507Epoch 00172: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7553 - val_loss: 0.0017 - val_acc: 0.7336
Epoch 174/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7707Epoch 00173: val_loss improved from 0.00139 to 0.00137, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7617 - val_loss: 0.0014 - val_acc: 0.7407
Epoch 175/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7736Epoch 00174: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7704 - val_loss: 0.0016 - val_acc: 0.7617
Epoch 176/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7564Epoch 00175: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7558 - val_loss: 0.0015 - val_acc: 0.7383
Epoch 177/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7686Epoch 00176: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7634 - val_loss: 0.0014 - val_acc: 0.7290
Epoch 178/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7536Epoch 00177: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7529 - val_loss: 0.0020 - val_acc: 0.7523
Epoch 179/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0018 - acc: 0.7594Epoch 00178: val_loss improved from 0.00137 to 0.00133, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7623 - val_loss: 0.0013 - val_acc: 0.7360
Epoch 180/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0016 - acc: 0.7675Epoch 00179: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7687 - val_loss: 0.0019 - val_acc: 0.7453
Epoch 181/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7607Epoch 00180: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7623 - val_loss: 0.0014 - val_acc: 0.7407
Epoch 182/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7657Epoch 00181: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7716 - val_loss: 0.0015 - val_acc: 0.7523
Epoch 183/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0018 - acc: 0.7600Epoch 00182: val_loss improved from 0.00133 to 0.00130, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7605 - val_loss: 0.0013 - val_acc: 0.7477
Epoch 184/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7621Epoch 00183: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7582 - val_loss: 0.0015 - val_acc: 0.7500
Epoch 185/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7771Epoch 00184: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7780 - val_loss: 0.0015 - val_acc: 0.7430
Epoch 186/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7621Epoch 00185: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7675 - val_loss: 0.0014 - val_acc: 0.7313
Epoch 187/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7657Epoch 00186: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7716 - val_loss: 0.0014 - val_acc: 0.7593
Epoch 188/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7679Epoch 00187: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7687 - val_loss: 0.0014 - val_acc: 0.7360
Epoch 189/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7521Epoch 00188: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7535 - val_loss: 0.0019 - val_acc: 0.7453
Epoch 190/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7750Epoch 00189: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0017 - acc: 0.7704 - val_loss: 0.0015 - val_acc: 0.7500
Epoch 191/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7750Epoch 00190: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7710 - val_loss: 0.0014 - val_acc: 0.7617
Epoch 192/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0017 - acc: 0.7550Epoch 00191: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7582 - val_loss: 0.0014 - val_acc: 0.7477
Epoch 193/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0015 - acc: 0.7869Epoch 00192: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7868 - val_loss: 0.0018 - val_acc: 0.7313
Epoch 194/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0019 - acc: 0.7707Epoch 00193: val_loss improved from 0.00130 to 0.00129, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0018 - acc: 0.7745 - val_loss: 0.0013 - val_acc: 0.7593
Epoch 195/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7764Epoch 00194: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7850 - val_loss: 0.0013 - val_acc: 0.7500
Epoch 196/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7664Epoch 00195: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7699 - val_loss: 0.0014 - val_acc: 0.7500
Epoch 197/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7736Epoch 00196: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7780 - val_loss: 0.0017 - val_acc: 0.7336
Epoch 198/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0015 - acc: 0.7863Epoch 00197: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7856 - val_loss: 0.0017 - val_acc: 0.7453
Epoch 199/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7693Epoch 00198: val_loss improved from 0.00129 to 0.00128, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7710 - val_loss: 0.0013 - val_acc: 0.7523
Epoch 200/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7821Epoch 00199: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7798 - val_loss: 0.0017 - val_acc: 0.7523
Epoch 201/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0015 - acc: 0.7744Epoch 00200: val_loss improved from 0.00128 to 0.00125, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7739 - val_loss: 0.0012 - val_acc: 0.7734
Epoch 202/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0015 - acc: 0.7631Epoch 00201: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7658 - val_loss: 0.0016 - val_acc: 0.7570
Epoch 203/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7607Epoch 00202: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7652 - val_loss: 0.0013 - val_acc: 0.7664
Epoch 204/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7679Epoch 00203: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7751 - val_loss: 0.0014 - val_acc: 0.7360
Epoch 205/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7707Epoch 00204: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7763 - val_loss: 0.0017 - val_acc: 0.7547
Epoch 206/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7814Epoch 00205: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7827 - val_loss: 0.0013 - val_acc: 0.7547
Epoch 207/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7771Epoch 00206: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7699 - val_loss: 0.0015 - val_acc: 0.7523
Epoch 208/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7850Epoch 00207: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7827 - val_loss: 0.0013 - val_acc: 0.7547
Epoch 209/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7779Epoch 00208: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7780 - val_loss: 0.0015 - val_acc: 0.7570
Epoch 210/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7729Epoch 00209: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7687 - val_loss: 0.0014 - val_acc: 0.7500
Epoch 211/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7593Epoch 00210: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0016 - acc: 0.7664 - val_loss: 0.0013 - val_acc: 0.7687
Epoch 212/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7843Epoch 00211: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7821 - val_loss: 0.0013 - val_acc: 0.7547
Epoch 213/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0016 - acc: 0.7650Epoch 00212: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7681 - val_loss: 0.0013 - val_acc: 0.7570
Epoch 214/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7864Epoch 00213: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7804 - val_loss: 0.0014 - val_acc: 0.7570
Epoch 215/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7750Epoch 00214: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7769 - val_loss: 0.0014 - val_acc: 0.7523
Epoch 216/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7686Epoch 00215: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7751 - val_loss: 0.0013 - val_acc: 0.7617
Epoch 217/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7679Epoch 00216: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7739 - val_loss: 0.0013 - val_acc: 0.7523
Epoch 218/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7764Epoch 00217: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7792 - val_loss: 0.0014 - val_acc: 0.7734
Epoch 219/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7836Epoch 00218: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7886 - val_loss: 0.0013 - val_acc: 0.7547
Epoch 220/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7914Epoch 00219: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7839 - val_loss: 0.0013 - val_acc: 0.7687
Epoch 221/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0015 - acc: 0.7831Epoch 00220: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7845 - val_loss: 0.0018 - val_acc: 0.7664
Epoch 222/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7821Epoch 00221: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7926 - val_loss: 0.0013 - val_acc: 0.7734
Epoch 223/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7857Epoch 00222: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7827 - val_loss: 0.0013 - val_acc: 0.7547
Epoch 224/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7850Epoch 00223: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7839 - val_loss: 0.0016 - val_acc: 0.7687
Epoch 225/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7864Epoch 00224: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0015 - acc: 0.7780 - val_loss: 0.0013 - val_acc: 0.7617
Epoch 226/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7750Epoch 00225: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7786 - val_loss: 0.0013 - val_acc: 0.7734
Epoch 227/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7729Epoch 00226: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7798 - val_loss: 0.0014 - val_acc: 0.7593
Epoch 228/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7807Epoch 00227: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7845 - val_loss: 0.0014 - val_acc: 0.7757
Epoch 229/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7721Epoch 00228: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7757 - val_loss: 0.0013 - val_acc: 0.7593
Epoch 230/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7764Epoch 00229: val_loss improved from 0.00125 to 0.00123, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7769 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 231/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0014 - acc: 0.7806Epoch 00230: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7827 - val_loss: 0.0013 - val_acc: 0.7617
Epoch 232/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0013 - acc: 0.7825Epoch 00231: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7798 - val_loss: 0.0014 - val_acc: 0.7710
Epoch 233/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0014 - acc: 0.7756Epoch 00232: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7775 - val_loss: 0.0013 - val_acc: 0.7570
Epoch 234/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7743Epoch 00233: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7751 - val_loss: 0.0012 - val_acc: 0.7710
Epoch 235/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7886Epoch 00234: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7874 - val_loss: 0.0013 - val_acc: 0.7687
Epoch 236/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7814Epoch 00235: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7850 - val_loss: 0.0013 - val_acc: 0.7757
Epoch 237/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7743Epoch 00236: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7751 - val_loss: 0.0015 - val_acc: 0.7547
Epoch 238/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0014 - acc: 0.7871Epoch 00237: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7862 - val_loss: 0.0014 - val_acc: 0.7664
Epoch 239/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7764Epoch 00238: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7821 - val_loss: 0.0014 - val_acc: 0.7617
Epoch 240/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0015 - acc: 0.7736Epoch 00239: val_loss improved from 0.00123 to 0.00120, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0014 - acc: 0.7769 - val_loss: 0.0012 - val_acc: 0.7640
Epoch 241/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7957Epoch 00240: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7938 - val_loss: 0.0012 - val_acc: 0.7734
Epoch 242/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7771Epoch 00241: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7769 - val_loss: 0.0013 - val_acc: 0.7687
Epoch 243/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7829Epoch 00242: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7815 - val_loss: 0.0013 - val_acc: 0.7523
Epoch 244/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7893Epoch 00243: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7891 - val_loss: 0.0016 - val_acc: 0.7710
Epoch 245/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7871Epoch 00244: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7897 - val_loss: 0.0013 - val_acc: 0.7710
Epoch 246/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.8000Epoch 00245: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7961 - val_loss: 0.0014 - val_acc: 0.7897
Epoch 247/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7950Epoch 00246: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7938 - val_loss: 0.0013 - val_acc: 0.7780
Epoch 248/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7900Epoch 00247: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7944 - val_loss: 0.0014 - val_acc: 0.7757
Epoch 249/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7771Epoch 00248: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7833 - val_loss: 0.0014 - val_acc: 0.7780
Epoch 250/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7821Epoch 00249: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7897 - val_loss: 0.0012 - val_acc: 0.7804
Epoch 251/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0013 - acc: 0.7794Epoch 00250: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7780 - val_loss: 0.0012 - val_acc: 0.7687
Epoch 252/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7871Epoch 00251: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7903 - val_loss: 0.0012 - val_acc: 0.7780
Epoch 253/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7671Epoch 00252: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7669 - val_loss: 0.0013 - val_acc: 0.7850
Epoch 254/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0013 - acc: 0.8019Epoch 00253: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.8008 - val_loss: 0.0013 - val_acc: 0.7804
Epoch 255/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0012 - acc: 0.7963Epoch 00254: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7956 - val_loss: 0.0015 - val_acc: 0.7757
Epoch 256/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7843Epoch 00255: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7862 - val_loss: 0.0012 - val_acc: 0.7570
Epoch 257/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0012 - acc: 0.8038Epoch 00256: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.8032 - val_loss: 0.0013 - val_acc: 0.7664
Epoch 258/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7900Epoch 00257: val_loss improved from 0.00120 to 0.00117, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7880 - val_loss: 0.0012 - val_acc: 0.7780
Epoch 259/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7786Epoch 00258: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7815 - val_loss: 0.0014 - val_acc: 0.7664
Epoch 260/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0012 - acc: 0.7994Epoch 00259: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7979 - val_loss: 0.0013 - val_acc: 0.7687
Epoch 261/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7814Epoch 00260: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7868 - val_loss: 0.0013 - val_acc: 0.7734
Epoch 262/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7900Epoch 00261: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7921 - val_loss: 0.0012 - val_acc: 0.7850
Epoch 263/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7893Epoch 00262: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7880 - val_loss: 0.0012 - val_acc: 0.7850
Epoch 264/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7971Epoch 00263: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7956 - val_loss: 0.0012 - val_acc: 0.7827
Epoch 265/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7964Epoch 00264: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.8002 - val_loss: 0.0013 - val_acc: 0.7687
Epoch 266/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0013 - acc: 0.7986Epoch 00265: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0013 - acc: 0.7909 - val_loss: 0.0012 - val_acc: 0.7804
Epoch 267/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7943Epoch 00266: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7897 - val_loss: 0.0015 - val_acc: 0.7757
Epoch 268/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7921Epoch 00267: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7874 - val_loss: 0.0014 - val_acc: 0.7710
Epoch 269/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7836Epoch 00268: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7903 - val_loss: 0.0012 - val_acc: 0.7734
Epoch 270/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7950Epoch 00269: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7956 - val_loss: 0.0012 - val_acc: 0.7640
Epoch 271/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7929Epoch 00270: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7921 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 272/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7950Epoch 00271: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7979 - val_loss: 0.0014 - val_acc: 0.7780
Epoch 273/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7850Epoch 00272: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7880 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 274/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7921Epoch 00273: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7909 - val_loss: 0.0014 - val_acc: 0.7804
Epoch 275/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7957Epoch 00274: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.8014 - val_loss: 0.0013 - val_acc: 0.7757
Epoch 276/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7836Epoch 00275: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7862 - val_loss: 0.0013 - val_acc: 0.7710
Epoch 277/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0011 - acc: 0.7937Epoch 00276: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7961 - val_loss: 0.0014 - val_acc: 0.7921
Epoch 278/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7807Epoch 00277: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7810 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 279/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.7929Epoch 00278: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7938 - val_loss: 0.0012 - val_acc: 0.7804
Epoch 280/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.8043Epoch 00279: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7985 - val_loss: 0.0012 - val_acc: 0.7944
Epoch 281/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0012 - acc: 0.7969Epoch 00280: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7950 - val_loss: 0.0013 - val_acc: 0.7757
Epoch 282/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0011 - acc: 0.7937Epoch 00281: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7979 - val_loss: 0.0012 - val_acc: 0.7617
Epoch 283/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7793Epoch 00282: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7868 - val_loss: 0.0013 - val_acc: 0.7757
Epoch 284/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0012 - acc: 0.7963Epoch 00283: val_loss improved from 0.00117 to 0.00114, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7973 - val_loss: 0.0011 - val_acc: 0.7874
Epoch 285/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7886Epoch 00284: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7985 - val_loss: 0.0013 - val_acc: 0.7921
Epoch 286/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7964Epoch 00285: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7903 - val_loss: 0.0012 - val_acc: 0.7827
Epoch 287/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7979Epoch 00286: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.8014 - val_loss: 0.0013 - val_acc: 0.7664
Epoch 288/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0011 - acc: 0.8000Epoch 00287: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7967 - val_loss: 0.0012 - val_acc: 0.7827
Epoch 289/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0011 - acc: 0.7894 Epoch 00288: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.7926 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 290/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.8200Epoch 00289: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.8172 - val_loss: 0.0012 - val_acc: 0.7687
Epoch 291/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7929Epoch 00290: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7973 - val_loss: 0.0014 - val_acc: 0.7827
Epoch 292/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0012 - acc: 0.8086Epoch 00291: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.8043 - val_loss: 0.0013 - val_acc: 0.7734
Epoch 293/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7943Epoch 00292: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7956 - val_loss: 0.0014 - val_acc: 0.7780
Epoch 294/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.8029Epoch 00293: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.8014 - val_loss: 0.0012 - val_acc: 0.7734
Epoch 295/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0011 - acc: 0.7919Epoch 00294: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7956 - val_loss: 0.0013 - val_acc: 0.7664
Epoch 296/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.8100Epoch 00295: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.8067 - val_loss: 0.0013 - val_acc: 0.7757
Epoch 297/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0011 - acc: 0.7956Epoch 00296: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7956 - val_loss: 0.0013 - val_acc: 0.7640
Epoch 298/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.8014Epoch 00297: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7967 - val_loss: 0.0013 - val_acc: 0.7757
Epoch 299/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7921Epoch 00298: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7944 - val_loss: 0.0014 - val_acc: 0.7664
Epoch 300/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0011 - acc: 0.8019Epoch 00299: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.8049 - val_loss: 0.0012 - val_acc: 0.7734
Epoch 301/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.7979Epoch 00300: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.7979 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 302/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7871Epoch 00301: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7839 - val_loss: 0.0012 - val_acc: 0.7734
Epoch 303/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8093Epoch 00302: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8078 - val_loss: 0.0013 - val_acc: 0.7780
Epoch 304/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8021 Epoch 00303: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8002 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 305/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0012 - acc: 0.7919 Epoch 00304: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0012 - acc: 0.7915 - val_loss: 0.0012 - val_acc: 0.7827
Epoch 306/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.7957 Epoch 00305: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.7926 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 307/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8064 Epoch 00306: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8061 - val_loss: 0.0012 - val_acc: 0.7734
Epoch 308/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7900Epoch 00307: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7932 - val_loss: 0.0013 - val_acc: 0.7921
Epoch 309/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8100Epoch 00308: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8049 - val_loss: 0.0012 - val_acc: 0.7687
Epoch 310/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8000Epoch 00309: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8014 - val_loss: 0.0012 - val_acc: 0.7804
Epoch 311/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.7993 Epoch 00310: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7979 - val_loss: 0.0012 - val_acc: 0.7710
Epoch 312/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.8036Epoch 00311: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7991 - val_loss: 0.0012 - val_acc: 0.7710
Epoch 313/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8121Epoch 00312: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8096 - val_loss: 0.0012 - val_acc: 0.7710
Epoch 314/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7993Epoch 00313: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7938 - val_loss: 0.0012 - val_acc: 0.7874
Epoch 315/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0010 - acc: 0.8056Epoch 00314: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8049 - val_loss: 0.0012 - val_acc: 0.7804
Epoch 316/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0010 - acc: 0.7956 Epoch 00315: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.7944 - val_loss: 0.0012 - val_acc: 0.8084
Epoch 317/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.9921e-04 - acc: 0.7971Epoch 00316: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.9959e-04 - acc: 0.8008 - val_loss: 0.0013 - val_acc: 0.7827
Epoch 318/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0010 - acc: 0.7975Epoch 00317: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.7991 - val_loss: 0.0013 - val_acc: 0.7757
Epoch 319/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.7979 Epoch 00318: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8020 - val_loss: 0.0012 - val_acc: 0.7687
Epoch 320/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8071Epoch 00319: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8014 - val_loss: 0.0013 - val_acc: 0.7897
Epoch 321/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.7979Epoch 00320: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0011 - acc: 0.7886 - val_loss: 0.0012 - val_acc: 0.7804
Epoch 322/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.8086e-04 - acc: 0.7929Epoch 00321: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7169e-04 - acc: 0.7956 - val_loss: 0.0013 - val_acc: 0.7827
Epoch 323/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8014Epoch 00322: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.7979 - val_loss: 0.0013 - val_acc: 0.7874
Epoch 324/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8014Epoch 00323: val_loss improved from 0.00114 to 0.00111, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8026 - val_loss: 0.0011 - val_acc: 0.7874
Epoch 325/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.7971 Epoch 00324: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8008 - val_loss: 0.0012 - val_acc: 0.8131
Epoch 326/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.9923e-04 - acc: 0.8019Epoch 00325: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8008 - val_loss: 0.0012 - val_acc: 0.7827
Epoch 327/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8136 Epoch 00326: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8131 - val_loss: 0.0012 - val_acc: 0.7921
Epoch 328/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0010 - acc: 0.7950 Epoch 00327: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.7991 - val_loss: 0.0012 - val_acc: 0.7780
Epoch 329/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.9086e-04 - acc: 0.7993Epoch 00328: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.9110e-04 - acc: 0.7944 - val_loss: 0.0011 - val_acc: 0.7967
Epoch 330/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.9562e-04 - acc: 0.8069Epoch 00329: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8084 - val_loss: 0.0012 - val_acc: 0.7921
Epoch 331/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8143Epoch 00330: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8084 - val_loss: 0.0014 - val_acc: 0.7640
Epoch 332/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.8097e-04 - acc: 0.8081Epoch 00331: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7739e-04 - acc: 0.8084 - val_loss: 0.0011 - val_acc: 0.7780
Epoch 333/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.8121 Epoch 00332: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8078 - val_loss: 0.0012 - val_acc: 0.7967
Epoch 334/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.6888e-04 - acc: 0.8021Epoch 00333: val_loss improved from 0.00111 to 0.00110, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 9.6057e-04 - acc: 0.8055 - val_loss: 0.0011 - val_acc: 0.7874
Epoch 335/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0011 - acc: 0.8036 Epoch 00334: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8067 - val_loss: 0.0013 - val_acc: 0.7944
Epoch 336/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.7985e-04 - acc: 0.8029Epoch 00335: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.8680e-04 - acc: 0.8008 - val_loss: 0.0014 - val_acc: 0.7687
Epoch 337/400
1400/1712 [=======================>......] - ETA: 0s - loss: 0.0010 - acc: 0.7979Epoch 00336: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.9418e-04 - acc: 0.8043 - val_loss: 0.0013 - val_acc: 0.8014
Epoch 338/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0010 - acc: 0.7981Epoch 00337: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8002 - val_loss: 0.0012 - val_acc: 0.7827
Epoch 339/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.4972e-04 - acc: 0.8250Epoch 00338: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7014e-04 - acc: 0.8230 - val_loss: 0.0013 - val_acc: 0.7687
Epoch 340/400
1600/1712 [===========================>..] - ETA: 0s - loss: 0.0010 - acc: 0.8050 Epoch 00339: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 0.0010 - acc: 0.8055 - val_loss: 0.0011 - val_acc: 0.7874
Epoch 341/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.7513e-04 - acc: 0.8029Epoch 00340: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.5895e-04 - acc: 0.8078 - val_loss: 0.0013 - val_acc: 0.7967
Epoch 342/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.6390e-04 - acc: 0.7914Epoch 00341: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.5311e-04 - acc: 0.7950 - val_loss: 0.0012 - val_acc: 0.7921
Epoch 343/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.7656e-04 - acc: 0.8029Epoch 00342: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.5147e-04 - acc: 0.8037 - val_loss: 0.0011 - val_acc: 0.7850
Epoch 344/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.6802e-04 - acc: 0.8007Epoch 00343: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.9389e-04 - acc: 0.8014 - val_loss: 0.0014 - val_acc: 0.7827
Epoch 345/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.8069e-04 - acc: 0.8114Epoch 00344: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.6583e-04 - acc: 0.8119 - val_loss: 0.0012 - val_acc: 0.7921
Epoch 346/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.4762e-04 - acc: 0.7993Epoch 00345: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.5056e-04 - acc: 0.8055 - val_loss: 0.0013 - val_acc: 0.7780
Epoch 347/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.6365e-04 - acc: 0.8031Epoch 00346: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7690e-04 - acc: 0.8049 - val_loss: 0.0011 - val_acc: 0.7827
Epoch 348/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.7875e-04 - acc: 0.7925Epoch 00347: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7732e-04 - acc: 0.7985 - val_loss: 0.0012 - val_acc: 0.7804
Epoch 349/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.4848e-04 - acc: 0.8093Epoch 00348: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.5213e-04 - acc: 0.8166 - val_loss: 0.0012 - val_acc: 0.8014
Epoch 350/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.7999e-04 - acc: 0.8264Epoch 00349: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7311e-04 - acc: 0.8213 - val_loss: 0.0011 - val_acc: 0.7804
Epoch 351/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.3896e-04 - acc: 0.8056Epoch 00350: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.4020e-04 - acc: 0.8026 - val_loss: 0.0012 - val_acc: 0.7804
Epoch 352/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.2120e-04 - acc: 0.7993Epoch 00351: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.2916e-04 - acc: 0.7956 - val_loss: 0.0011 - val_acc: 0.8037
Epoch 353/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.8114e-04 - acc: 0.8106Epoch 00352: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7540e-04 - acc: 0.8148 - val_loss: 0.0012 - val_acc: 0.7780
Epoch 354/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.4656e-04 - acc: 0.7957Epoch 00353: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.4073e-04 - acc: 0.7973 - val_loss: 0.0012 - val_acc: 0.7897
Epoch 355/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.2385e-04 - acc: 0.7921Epoch 00354: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.3529e-04 - acc: 0.7850 - val_loss: 0.0012 - val_acc: 0.7897
Epoch 356/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.4064e-04 - acc: 0.8200Epoch 00355: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.4878e-04 - acc: 0.8143 - val_loss: 0.0012 - val_acc: 0.7967
Epoch 357/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.2636e-04 - acc: 0.8164Epoch 00356: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.3681e-04 - acc: 0.8131 - val_loss: 0.0012 - val_acc: 0.7897
Epoch 358/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.9662e-04 - acc: 0.8069Epoch 00357: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.9030e-04 - acc: 0.8078 - val_loss: 0.0012 - val_acc: 0.7944
Epoch 359/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.3538e-04 - acc: 0.8150Epoch 00358: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.3338e-04 - acc: 0.8055 - val_loss: 0.0012 - val_acc: 0.7640
Epoch 360/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.2655e-04 - acc: 0.8114Epoch 00359: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.4185e-04 - acc: 0.8107 - val_loss: 0.0013 - val_acc: 0.7921
Epoch 361/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.7457e-04 - acc: 0.8219Epoch 00360: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7207e-04 - acc: 0.8236 - val_loss: 0.0012 - val_acc: 0.7921
Epoch 362/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.4607e-04 - acc: 0.8081Epoch 00361: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.3980e-04 - acc: 0.8096 - val_loss: 0.0011 - val_acc: 0.7944
Epoch 363/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.5558e-04 - acc: 0.8064Epoch 00362: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.4429e-04 - acc: 0.8131 - val_loss: 0.0011 - val_acc: 0.7664
Epoch 364/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.5254e-04 - acc: 0.8186Epoch 00363: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.4375e-04 - acc: 0.8254 - val_loss: 0.0011 - val_acc: 0.7944
Epoch 365/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.6219e-04 - acc: 0.8000Epoch 00364: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.5290e-04 - acc: 0.8061 - val_loss: 0.0013 - val_acc: 0.7897
Epoch 366/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.5114e-04 - acc: 0.8136Epoch 00365: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.2909e-04 - acc: 0.8183 - val_loss: 0.0011 - val_acc: 0.7921
Epoch 367/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.4345e-04 - acc: 0.8021Epoch 00366: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.3520e-04 - acc: 0.8049 - val_loss: 0.0013 - val_acc: 0.7944
Epoch 368/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.1716e-04 - acc: 0.8229Epoch 00367: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.1346e-04 - acc: 0.8271 - val_loss: 0.0012 - val_acc: 0.7874
Epoch 369/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.0086e-04 - acc: 0.8162Epoch 00368: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.9738e-04 - acc: 0.8148 - val_loss: 0.0012 - val_acc: 0.7827
Epoch 370/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.8429e-04 - acc: 0.8029Epoch 00369: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.7456e-04 - acc: 0.8107 - val_loss: 0.0012 - val_acc: 0.7547
Epoch 371/400
1600/1712 [===========================>..] - ETA: 0s - loss: 8.8444e-04 - acc: 0.8156Epoch 00370: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.8323e-04 - acc: 0.8148 - val_loss: 0.0012 - val_acc: 0.7827
Epoch 372/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.5939e-04 - acc: 0.8219Epoch 00371: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.5457e-04 - acc: 0.8242 - val_loss: 0.0013 - val_acc: 0.7850
Epoch 373/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.2294e-04 - acc: 0.8021Epoch 00372: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.1791e-04 - acc: 0.8067 - val_loss: 0.0011 - val_acc: 0.7804
Epoch 374/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.9622e-04 - acc: 0.8079Epoch 00373: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.0194e-04 - acc: 0.8107 - val_loss: 0.0011 - val_acc: 0.7874
Epoch 375/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.1174e-04 - acc: 0.8264Epoch 00374: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.2162e-04 - acc: 0.8271 - val_loss: 0.0014 - val_acc: 0.7967
Epoch 376/400
1600/1712 [===========================>..] - ETA: 0s - loss: 8.9792e-04 - acc: 0.8100Epoch 00375: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.0395e-04 - acc: 0.8102 - val_loss: 0.0012 - val_acc: 0.7991
Epoch 377/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.4009e-04 - acc: 0.8093Epoch 00376: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.3016e-04 - acc: 0.8131 - val_loss: 0.0011 - val_acc: 0.7804
Epoch 378/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.1584e-04 - acc: 0.8071Epoch 00377: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.0674e-04 - acc: 0.8049 - val_loss: 0.0012 - val_acc: 0.8014
Epoch 379/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.0677e-04 - acc: 0.8125- ETA: 0s - loss: 9.1239e-04 - acc: 0.81Epoch 00378: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.0288e-04 - acc: 0.8125 - val_loss: 0.0012 - val_acc: 0.7991
Epoch 380/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.7237e-04 - acc: 0.8150Epoch 00379: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.7336e-04 - acc: 0.8189 - val_loss: 0.0011 - val_acc: 0.7780
Epoch 381/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.2184e-04 - acc: 0.8164Epoch 00380: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.1442e-04 - acc: 0.8224 - val_loss: 0.0012 - val_acc: 0.7897
Epoch 382/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.1497e-04 - acc: 0.8114Epoch 00381: val_loss improved from 0.00110 to 0.00110, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 9.0897e-04 - acc: 0.8143 - val_loss: 0.0011 - val_acc: 0.7897
Epoch 383/400
1600/1712 [===========================>..] - ETA: 0s - loss: 8.7441e-04 - acc: 0.8219Epoch 00382: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.7454e-04 - acc: 0.8236 - val_loss: 0.0011 - val_acc: 0.7967
Epoch 384/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.5632e-04 - acc: 0.8050Epoch 00383: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.4000e-04 - acc: 0.8078 - val_loss: 0.0012 - val_acc: 0.7991
Epoch 385/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.8036e-04 - acc: 0.8136Epoch 00384: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.8443e-04 - acc: 0.8143 - val_loss: 0.0012 - val_acc: 0.7664
Epoch 386/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.1339e-04 - acc: 0.8086Epoch 00385: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.1523e-04 - acc: 0.8148 - val_loss: 0.0011 - val_acc: 0.8014
Epoch 387/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.9419e-04 - acc: 0.8143Epoch 00386: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.1272e-04 - acc: 0.8172 - val_loss: 0.0014 - val_acc: 0.7897
Epoch 388/400
1600/1712 [===========================>..] - ETA: 0s - loss: 8.9491e-04 - acc: 0.8131Epoch 00387: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.9674e-04 - acc: 0.8143 - val_loss: 0.0011 - val_acc: 0.7897
Epoch 389/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.8459e-04 - acc: 0.8164Epoch 00388: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.9423e-04 - acc: 0.8183 - val_loss: 0.0011 - val_acc: 0.7967
Epoch 390/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.3198e-04 - acc: 0.8119Epoch 00389: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.3256e-04 - acc: 0.8119 - val_loss: 0.0011 - val_acc: 0.7921
Epoch 391/400
1600/1712 [===========================>..] - ETA: 0s - loss: 8.6662e-04 - acc: 0.8131Epoch 00390: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.6606e-04 - acc: 0.8137 - val_loss: 0.0012 - val_acc: 0.7687
Epoch 392/400
1400/1712 [=======================>......] - ETA: 0s - loss: 9.5057e-04 - acc: 0.8021Epoch 00391: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 9.4107e-04 - acc: 0.8072 - val_loss: 0.0011 - val_acc: 0.7710
Epoch 393/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.6218e-04 - acc: 0.8150Epoch 00392: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.4963e-04 - acc: 0.8154 - val_loss: 0.0012 - val_acc: 0.7757
Epoch 394/400
1600/1712 [===========================>..] - ETA: 0s - loss: 9.1366e-04 - acc: 0.8206Epoch 00393: val_loss improved from 0.00110 to 0.00109, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 9.0694e-04 - acc: 0.8189 - val_loss: 0.0011 - val_acc: 0.8014
Epoch 395/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.9789e-04 - acc: 0.8143Epoch 00394: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.9489e-04 - acc: 0.8148 - val_loss: 0.0011 - val_acc: 0.8061
Epoch 396/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.7448e-04 - acc: 0.8264Epoch 00395: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.8372e-04 - acc: 0.8148 - val_loss: 0.0012 - val_acc: 0.7687
Epoch 397/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.6565e-04 - acc: 0.8114Epoch 00396: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.6626e-04 - acc: 0.8090 - val_loss: 0.0012 - val_acc: 0.7780
Epoch 398/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.6886e-04 - acc: 0.8114Epoch 00397: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.7156e-04 - acc: 0.8143 - val_loss: 0.0011 - val_acc: 0.7874
Epoch 399/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.9871e-04 - acc: 0.8193Epoch 00398: val_loss improved from 0.00109 to 0.00108, saving model to my_model.h5
1712/1712 [==============================] - 0s - loss: 8.9746e-04 - acc: 0.8154 - val_loss: 0.0011 - val_acc: 0.7921
Epoch 400/400
1400/1712 [=======================>......] - ETA: 0s - loss: 8.7623e-04 - acc: 0.8129Epoch 00399: val_loss did not improve
1712/1712 [==============================] - 0s - loss: 8.7179e-04 - acc: 0.8189 - val_loss: 0.0012 - val_acc: 0.7944